Files
slahiriandClaude Opus 4.5 da21ad1806 feat(compose): add hybrid classifier with embeddings and LLM layers
Extends the classification pipeline with semantic and AI-powered layers:
- Layer 4: Embedding similarity using sentence-transformers (optional)
- Layer 4.5: LLM classification fallback (local/Anthropic/OpenAI/Gemini)
- Expanded dictionary keywords for 100% processed rate
- ClassifierConfig for configuring hybrid pipeline behavior

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-27 11:07:16 +05:30

136 lines
10 KiB
JSON

{
"image_info": {
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},
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},
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"iqa": {
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"composition": {
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"saliency": {
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"florence_caption": "A red Ferrari 488 Spider, a sleek and stylish sports car, parked in front of a modern building with a large glass window reflecting the surrounding buildings and sky. The car has a sleek, aerodynamic design with a low-slung body and a long hood, and two tan leather seats. The driver's seat is up, and the car is equipped with black and yellow Ferrari 458 Spider wheels. The lighting is bright and natural, highlighting the car's sleek and aerodynamic features. The image is a high-definition photograph, with a watermark in the bottom right corner.",
"florence_description": "A photograph of a red Ferrari 488 Spider sports car parked in front of a modern building with a large glass window reflecting a house and a cloudy sky. the car is positioned in the middle of the image, with its sleek and aerodynamic design standing out against the reflective glass of the building. the front of the car has a large grille and a sleek, aerodynamic shape, while the interior is luxurious with tan leather seats and black accents. the driver's seat is empty, and the car appears to be in pristine condition, with no visible damage or wear. the wheels are black with yellow brake calipers, and there is a small, plush toy sitting in the driver seat, adding a touch of whimsy to the otherwise monochromatic image. the overall aesthetic of the photograph is minimalistic, with a focus on the car's sleek design and luxurious features.",
"florence_generate_tags": "sitting_bear, indoors, car, toy, steering wheel, indoors , no humans, window, toy car, ferrari, spyder, sports car, exterior, f1, spy, f8, f12, f18, f22, f23, f24, f25, f26, f28, f30, f31, f32, f33, f34, f35, f36, f38, f39, f40, f41, f42, f43, f44, f45, f46, f48, f50, f51, f52, f53, f54, f55, f56, f57, f58, f60, f61, f62, f63, f64, f65, f66, f67, f68, f69, f70, f71, f82, f83, f84, f85, f86, f87, f88, f89, f90, f91, f92, f93, f94, f95, f96, f97, f98, f99, f100, f102, f103, f104, f105, f106, f107, f112, f113, f114, f115, f117, f118, f120, f122, f123, f130, f131, f132, f134, f135, f136, f137, f138, f169, f150, f170, f171, f172, f173, f190, f175, f186, f187, f188, f189, f192, f183, f194, f205, f220, f250, f260, f270, f300, f350, f450, f550, f650, f600, f750, f800, f900, f1000, f430, f500, f400, f480, f850, f1100, f1200, f1500, f1600, f2000, f2500, f3000, f4000, f5000, f6000, f8000, f10000, f2200, f2001, f2002, f2003, f2004, f2005, f2007, f2008, f2009, f2010, f2011, f2012, f2013, f2014, f2015, f201, f2016, f2017, f2018, f202, f217, f213, f204, f225, f228, f223, f233, f214, f215, f226, f227, f203, f308, f303, f304, f355, f380, f390, f310, f340, f405, f370, f387, f388, f404, f379, f389, f401, f420, f410, f311, f411",
"florence_mixed_caption": "A red sports car parked in front of a modern building with a large glass facade, showcasing a sleek and stylish design. the car is a 2020 ferrari 488 spider, with a sleek, aerodynamic design and a convertible top, and is positioned in the middle of the image. it has a black exterior with yellow brake calipers and black alloy wheels, giving it a sporty and sophisticated look. the interior of the car features tan leather seats, and the car has a modern, sleek design with a glossy finish. the reflection of a building and a cloudy sky can be seen on the glass facade of the building, adding to the overall aesthetic of the photo. the image is taken from a low angle, focusing on the car and its surroundings, making it a perfect example of a high-end automotive photography shoot.\n\nA red, sleek, modern sports car with a minimalist design, parked in a modern office building with large windows, reflecting the surrounding buildings and a blue sky. the building has a contemporary, minimalist aesthetic with a combination of modern and contemporary features, making the car stand out even more. the overall effect is one of sophistication and luxury, with the car's sleek and sporty design and the reflective glass facade adding to its overall aesthetic.\n-1boy, solo, indoors, steering wheel, car, indoors , toy, toy car, exterior, window, steering, monochrome, monoblock, ferrar, sports car, spyder, f1, f8, spyglass, f40, f22, f18, f20, f30, f31, f34, f35, f36, f38, f39, f41, f42, f44, f45, f46, f48, f50, f51, f52, f53, f55, f60, f61, f62, f63, f64, f65, f66, f67, f70, f71, f72, f80, f82, f83, f84, f85, f86, f87, f88, f89, f90, f91, f92, f93, f94, f95, f96, f97, f99, f100, f104, f105, f106, f107, f102, f103, f114, f115, f112, f113, f130, f131, f132, f134, f135, f136, f137, f138, f139, f140, f150, f170, f171, f172, f173, f174, f175, f176, f188, f190, f189, f200, f220, f250, f260, f270, f300, f350, f450, f550, f600, f650, f700, f800, f900, f1000, f",
"florence_analyze": "camera_angle: from front, art_style: photo realistic, location: indoor, background: modern building with large glass windows reflecting houses and cloudy sky, text: NA, image_composition: middle, clothing: NA;NA, hair_style : NA;na, distance_to_camera: full body;full body, hair _color: NA|NA, facial_expression: NA>, action: NA: NA';NA, accessory: NA | pants: NA ;NA, eye_direction: NA);NA, race: NA/NA, shoes: NA<br />body: NA <br />color: red, facing_direction : facing viewer;facing viewer, gender: no human;no human, hair color: NA\\NA, facing _direction: facing viewer",
"florence_mixed_caption_plus": "A red sports car parked in front of a modern building with a large glass facade, showcasing a sleek and stylish design. the car is a 2020 ferrari 488 spider, with a sleek, aerodynamic design and a convertible top, and is positioned in the middle of the image. it has a black exterior with yellow brake calipers and black alloy wheels, giving it a sporty and sophisticated look. the interior of the car features tan leather seats, and the car has a modern, sleek design with a glossy finish. the reflection of a building and a cloudy sky can be seen on the glass facade of the building, adding to the overall aesthetic of the photo. the image is taken from a front angle, showcasing the car's sleek and sporty design, making it a perfect example of a high-end automotive photography shoot.\n\nA red, sleek, modern sports car with a minimalist exterior, parked in a modern office building with large windows, reflecting the buildings and sky outside. the building has a contemporary design with large glass windows, adding a touch of sophistication to the otherwise minimalist setting. the sky is partly cloudy, adding an extra layer of realism to the image, making the car stand out even more striking. the overall effect is one of sophistication and luxury, making this image a perfect representation of a luxurious and sophisticated automotive scene.\n-1boy, solo, indoors, steering wheel, car, toy, indoors , exterior, window, steering, toy car, ferrar, sports car, car window, f1, spyder, f8, spyglass, f430, f40, f50, f60, f80, f82, f85, f86, f88, f90, f91, f92, f93, f94, f95, f96, f99, f100, f104, f110, f102, f103, f105, f106, f107, f112, f114, f113, f115, f120, f130, f131, f132, f134, f135, f136, f137, f138, f150, f170, f171, f172, f173, f140, f175, f176, f190, f180, f189, f191, f192, f183, f194, f205, f220, f250, f260, f270, f300, f350, f450, f550, f650, f750, f800, f900, f1000, f1100, f1200, f1500, f1600, f1800, f2000, f2500, f3000, f35, f4000, f500, f600, f5000, f6000, f8000, f10000, f2200, f45, f55, f65, f70, f75, f700, f850, f770, f81, f820, f810"
}